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From speakers to security cameras, smart home devices (SHDs) answer our questions, monitor our home environment, and conserve energy. They also collect significant data, ranging from on\/off commands to audio and video data, and they do this in some of our most private spaces. In this paper, we explore the privacy risks associated with SHDs by focusing on privacy-conscious smart home power users--those who spend significant time and money to research, install, and integrate devices throughout their homes and engage in advanced device and network management strategies to mitigate privacy concerns. Drawing on data from 10 focus groups with 32 privacy-conscious power users, we identify the key privacy risks they perceive from this technology, as well as how they mitigate those risks through increasingly complex strategies. Our findings reveal that navigating the technical landscape that makes up the smart home environment--including what data is collected, what options are available for managing or restricting data flows, and who has access to data collected by SHDs--is complex and often confusing, even for people who spend significant time researching devices and integration options. We use these findings to argue for further development of tools that are transparent, easy to use, and aligned with the privacy needs of a diverse userbase.<\/jats:p>","DOI":"10.1145\/3610038","type":"journal-article","created":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T15:54:10Z","timestamp":1696434850000},"page":"1-34","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["\"You Shouldn't Need to Share Your Data\": Perceived Privacy Risks and Mitigation Strategies Among Privacy-Conscious Smart Home Power Users"],"prefix":"10.1145","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1982-1362","authenticated-orcid":false,"given":"Anna","family":"Lenhart","sequence":"first","affiliation":[{"name":"University of Maryland, College Park, MD, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5108-0181","authenticated-orcid":false,"given":"Sunyup","family":"Park","sequence":"additional","affiliation":[{"name":"University of Maryland, College Park, MD, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4229-4847","authenticated-orcid":false,"given":"Michael","family":"Zimmer","sequence":"additional","affiliation":[{"name":"Marquette University, Milwaukee, WI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9362-9032","authenticated-orcid":false,"given":"Jessica","family":"Vitak","sequence":"additional","affiliation":[{"name":"University of Maryland, College Park, MD, USA"}]}],"member":"320","published-online":{"date-parts":[[2023,10,4]]},"reference":[{"key":"e_1_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3549015.3554205"},{"key":"e_1_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445122"},{"key":"e_1_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3395351.3399421"},{"key":"e_1_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2005.22"},{"key":"e_1_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3415187"},{"key":"e_1_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/FIT47737.2019.00069"},{"key":"e_1_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDI3C53598.2021.00049"},{"key":"e_1_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3214262"},{"key":"e_1_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/SocialCom-PASSAT.2012.108"},{"key":"e_1_2_2_10_1","volume-title":"Apple to scan U.S. iPhones for images of child sexual abuse. 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